Andreas Brink-Kjaer

According to our database, Andreas Brink-Kjaer authored at least 12 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Pretraining on Sleep Data Improves non-Sleep Biosignal Tasks.

William Theodor Lehn-Schiøler, Magnus Ruud Kjær, Phillip Hempel, Magnus Guldberg Pedersen, Rahul Thapa, Bryan He, Nicolai Spicher, Andreas Brink-Kjaer, Lars Kai Hansen, Emmanuel Mignot

CoRR, May, 2026

2025

Stanford Sleep Bench: Evaluating Polysomnography Pre-training Methods for Sleep Foundation Models.

Magnus Ruud Kjær, Rahul Thapa, Gauri Ganjoo, Hyatt Moore IV, Poul Jørgen Jennum, M. Brandon Westover, James Zou, Emmanuel Mignot, Bryan He, Andreas Brink-Kjaer

CoRR, December, 2025

Frequency-Aware Masked Autoencoders for Human Activity Recognition using Accelerometers.

Niels R. Lorenzen, Poul J. Jennum, Emmanuel Mignot, Andreas Brink-Kjaer

CoRR, February, 2025

Actigraphy-based detection of isolated REM sleep behavior disorder: multicenter validation across devices and populations.

Li Zhou, Andreas Brink-Kjaer, Katarina Mary Gunter, Salonee Marwaha, Ambra Stefani, Birgit Högl, Michele T. Hu, Emmanuel Mignot, Ankit Parekh, Qi Tang, Merve Aktan-Süzgün, Bei Huang, Shi Tang, Siyi Gong, Yuhua Yang, Xie Chen, Jianzhang Ni, Ningning Li, Zhixuan He, Yun Kwok Wing, Emmanuel During

npj Digit. Medicine, 2025

2023

SViT: A Spectral Vision Transformer for the Detection of REM Sleep Behavior Disorder.

Katarina Mary Gunter, Andreas Brink-Kjær, Emmanuel Mignot, Helge B. D. Sørensen, Emmanuel During, Poul Jennum

IEEE J. Biomed. Health Informatics, September, 2023

Fully Automated Detection of Isolated Rapid-Eye-Movement Sleep Behavior Disorder Using Actigraphy.

Andreas Brink-Kjaer, Joseph Winer, Jamie M. Zeitzer, Helge B. D. Sørensen, Poul Jennum, Emmanuel Mignot, Emmanuel During

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Age estimation from sleep studies using deep learning predicts life expectancy.

Andreas Brink-Kjaer, Eileen B. Leary, Haoqi Sun, M. Brandon Westover, Katie L. Stone, Paul E. Peppard, Nancy E. Lane, Peggy M. Cawthon, Susan Redline, Poul Jennum, Helge B. D. Sørensen, Emmanuel Mignot

npj Digit. Medicine, 2022

End-to-end Deep Learning of Polysomnograms for Classification of REM Sleep Behavior Disorder.

Andreas Brink-Kjaer, Katarina Mary Gunter, Emmanuel Mignot, Emmanuel During, Poul Jennum, Helge B. D. Sørensen

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Polysomnographic Plethysmography Excursions are Reduced in Obese Elderly Men.

Magnus Ruud Kjær, Andreas Brink-Kjær, Umaer Hanif, Emmanuel Mignot, Poul Jennum, Helge B. D. Sørensen

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Predicting Age with Deep Neural Networks from Polysomnograms.

Andreas Brink-Kjaer, Emmanuel Mignot, Helge B. D. Sørensen, Poul Jennum

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Automatic Detection of Cortical Arousals in Sleep and their Contribution to Daytime Sleepiness.

Andreas Brink-Kjaer, Alexander Neergaard Olesen, Paul E. Peppard, Katie L. Stone, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen

CoRR, 2019

2017

Automatic segmentation of vessels in in-vivo ultrasound scans.

Philip Tamimi-Sarnikowski, Andreas Brink-Kjær, Ramin Moshavegh, Jørgen Arendt Jensen

Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017